2 papers
cs.CR2017
A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection
Jorge Rivero, Bernardete Ribeiro, Ning Chen +1
One of the main problems in Network Intrusion Detection comes from constant rise of new attacks, so that not enough labeled examples are available for the new classes of attacks. T…
cs.LG2016
Mahalanobis Distance Metric Learning Algorithm for Instance-based Data Stream Classification
Jorge Luis Rivero Perez, Bernardete Ribeiro, Carlos Morell Perez
With the massive data challenges nowadays and the rapid growing of technology, stream mining has recently received considerable attention. To address the large number of scenarios…